{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3cd172d3",
   "metadata": {},
   "outputs": [],
   "source": [
    "\"\"\"\n",
    "Created on Mon May 16 19:00:32 2022\n",
    "@author: Ajit Johnson Nirmal\n",
    "SCIMAP tutorial May 2022\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "7a1c1cc4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# load packages\n",
    "import scimap as sm\n",
    "import scanpy as sc\n",
    "import pandas as pd\n",
    "import anndata as ad"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e2f30407",
   "metadata": {},
   "outputs": [],
   "source": [
    "common_path = \"/Users/aj/Dropbox (Partners HealthCare)/conferences/scimap_tutorial/may_2022_tutorial/\"\n",
    "#common_path = \"C:/Users/ajn16/Dropbox (Partners HealthCare)/conferences/scimap_tutorial/may_2022_tutorial/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ecd0fb93",
   "metadata": {},
   "outputs": [],
   "source": [
    "# load data\n",
    "#adata = sm.pp.mcmicro_to_scimap (image_path= str(common_path) + 'exemplar_001/quantification/unmicst-exemplar-001_cell.csv')\n",
    "#manual_gate = pd.read_csv(str(common_path) + 'manual_gates.csv')\n",
    "#adata = sm.pp.rescale (adata, gate=manual_gate)\n",
    "#phenotype = pd.read_csv(str(common_path) + 'phenotype_workflow.csv')\n",
    "#adata = sm.tl.phenotype_cells (adata, phenotype=phenotype, label=\"phenotype\") \n",
    "# add user defined ROI's before proceeding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "07ff51f6",
   "metadata": {},
   "outputs": [],
   "source": [
    "# load saved anndata object\n",
    "adata = ad.read(str(common_path) + 'may2022_tutorial.h5ad')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7d29c09d",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "70ab53eb",
   "metadata": {},
   "source": [
    "### Calculate distances between cell types"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "254b7397",
   "metadata": {},
   "source": [
    "`sm.tl.spatial_distance`: The function allows users to calculate the average shortest between phenotypes or clusters of interest (3D data supported)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "972d9c83",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Image: unmicst-exemplar-001_cell\n"
     ]
    }
   ],
   "source": [
    "adata = sm.tl.spatial_distance (adata, \n",
    "                               x_coordinate='X_centroid', y_coordinate='Y_centroid', \n",
    "                               z_coordinate=None, \n",
    "                               phenotype='phenotype', \n",
    "                               subset=None, \n",
    "                               imageid='imageid', \n",
    "                               label='spatial_distance')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1a560920",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Other Immune cells</th>\n",
       "      <th>Unknown</th>\n",
       "      <th>Myeloid</th>\n",
       "      <th>Tumor</th>\n",
       "      <th>ASMA+ cells</th>\n",
       "      <th>Neutrophils</th>\n",
       "      <th>Treg</th>\n",
       "      <th>NK cells</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>unmicst-exemplar-001_cell_1</th>\n",
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       "      <td>547.544519</td>\n",
       "      <td>506.115689</td>\n",
       "      <td>581.323686</td>\n",
       "      <td>570.267087</td>\n",
       "      <td>1248.001853</td>\n",
       "    </tr>\n",
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       "      <td>67.024246</td>\n",
       "      <td>27.928445</td>\n",
       "      <td>157.289841</td>\n",
       "      <td>100.258654</td>\n",
       "      <td>816.837582</td>\n",
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       "    <tr>\n",
       "      <th>unmicst-exemplar-001_cell_3</th>\n",
       "      <td>0.000000</td>\n",
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       "      <td>59.503385</td>\n",
       "      <td>56.590105</td>\n",
       "      <td>34.479892</td>\n",
       "      <td>147.005355</td>\n",
       "      <td>96.374952</td>\n",
       "      <td>817.307871</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unmicst-exemplar-001_cell_4</th>\n",
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       "      <td>13.752853</td>\n",
       "      <td>51.500837</td>\n",
       "      <td>46.148651</td>\n",
       "      <td>111.763900</td>\n",
       "      <td>143.243322</td>\n",
       "      <td>746.050742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unmicst-exemplar-001_cell_5</th>\n",
       "      <td>26.357699</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>45.589024</td>\n",
       "      <td>30.234937</td>\n",
       "      <td>58.354288</td>\n",
       "      <td>120.715789</td>\n",
       "      <td>96.739267</td>\n",
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       "      <td>...</td>\n",
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       "      <td>...</td>\n",
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       "      <th>unmicst-exemplar-001_cell_11166</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>106.320078</td>\n",
       "      <td>70.605640</td>\n",
       "      <td>96.293073</td>\n",
       "      <td>50.637223</td>\n",
       "      <td>91.990689</td>\n",
       "      <td>43.229554</td>\n",
       "      <td>410.740868</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unmicst-exemplar-001_cell_11167</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>31.114913</td>\n",
       "      <td>72.531210</td>\n",
       "      <td>118.065360</td>\n",
       "      <td>54.921505</td>\n",
       "      <td>136.323479</td>\n",
       "      <td>30.072174</td>\n",
       "      <td>399.697389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unmicst-exemplar-001_cell_11168</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>50.369768</td>\n",
       "      <td>70.748013</td>\n",
       "      <td>126.968337</td>\n",
       "      <td>36.065610</td>\n",
       "      <td>123.048957</td>\n",
       "      <td>40.094561</td>\n",
       "      <td>409.435592</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unmicst-exemplar-001_cell_11169</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>103.275795</td>\n",
       "      <td>64.057762</td>\n",
       "      <td>91.786425</td>\n",
       "      <td>64.741519</td>\n",
       "      <td>93.600860</td>\n",
       "      <td>35.697321</td>\n",
       "      <td>397.194037</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>unmicst-exemplar-001_cell_11170</th>\n",
       "      <td>10.165511</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>88.288672</td>\n",
       "      <td>113.521913</td>\n",
       "      <td>86.006117</td>\n",
       "      <td>150.562555</td>\n",
       "      <td>23.735243</td>\n",
       "      <td>389.273701</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>11170 rows × 8 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 Other Immune cells     Unknown     Myeloid  \\\n",
       "unmicst-exemplar-001_cell_1                0.000000  508.809972  561.874000   \n",
       "unmicst-exemplar-001_cell_2                0.000000   25.516388   63.601485   \n",
       "unmicst-exemplar-001_cell_3                0.000000   15.315383   59.503385   \n",
       "unmicst-exemplar-001_cell_4                0.000000   28.482334   13.752853   \n",
       "unmicst-exemplar-001_cell_5               26.357699    0.000000   45.589024   \n",
       "...                                             ...         ...         ...   \n",
       "unmicst-exemplar-001_cell_11166            0.000000  106.320078   70.605640   \n",
       "unmicst-exemplar-001_cell_11167            0.000000   31.114913   72.531210   \n",
       "unmicst-exemplar-001_cell_11168            0.000000   50.369768   70.748013   \n",
       "unmicst-exemplar-001_cell_11169            0.000000  103.275795   64.057762   \n",
       "unmicst-exemplar-001_cell_11170           10.165511    0.000000   88.288672   \n",
       "\n",
       "                                      Tumor  ASMA+ cells  Neutrophils  \\\n",
       "unmicst-exemplar-001_cell_1      547.544519   506.115689   581.323686   \n",
       "unmicst-exemplar-001_cell_2       67.024246    27.928445   157.289841   \n",
       "unmicst-exemplar-001_cell_3       56.590105    34.479892   147.005355   \n",
       "unmicst-exemplar-001_cell_4       51.500837    46.148651   111.763900   \n",
       "unmicst-exemplar-001_cell_5       30.234937    58.354288   120.715789   \n",
       "...                                     ...          ...          ...   \n",
       "unmicst-exemplar-001_cell_11166   96.293073    50.637223    91.990689   \n",
       "unmicst-exemplar-001_cell_11167  118.065360    54.921505   136.323479   \n",
       "unmicst-exemplar-001_cell_11168  126.968337    36.065610   123.048957   \n",
       "unmicst-exemplar-001_cell_11169   91.786425    64.741519    93.600860   \n",
       "unmicst-exemplar-001_cell_11170  113.521913    86.006117   150.562555   \n",
       "\n",
       "                                       Treg     NK cells  \n",
       "unmicst-exemplar-001_cell_1      570.267087  1248.001853  \n",
       "unmicst-exemplar-001_cell_2      100.258654   816.837582  \n",
       "unmicst-exemplar-001_cell_3       96.374952   817.307871  \n",
       "unmicst-exemplar-001_cell_4      143.243322   746.050742  \n",
       "unmicst-exemplar-001_cell_5       96.739267   824.241184  \n",
       "...                                     ...          ...  \n",
       "unmicst-exemplar-001_cell_11166   43.229554   410.740868  \n",
       "unmicst-exemplar-001_cell_11167   30.072174   399.697389  \n",
       "unmicst-exemplar-001_cell_11168   40.094561   409.435592  \n",
       "unmicst-exemplar-001_cell_11169   35.697321   397.194037  \n",
       "unmicst-exemplar-001_cell_11170   23.735243   389.273701  \n",
       "\n",
       "[11170 rows x 8 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adata.uns['spatial_distance']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "19a92100",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# summary heatmap\n",
    "import matplotlib.pyplot as plt\n",
    "plt.rcParams['figure.figsize'] = [3, 1]\n",
    "sm.pl.spatial_distance (adata)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "175c004d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Heatmap without summarizing the individual images\n",
    "sm.pl.spatial_distance (adata, heatmap_summarize=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "f74d5c85",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sm.pl.spatial_distance (adata, heatmap_summarize=False, imageid='ROI_individual')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "40e912dd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Numeric plot of shortest distance of phenotypes \n",
    "# from tumor cells\n",
    "sm.pl.spatial_distance (adata, method='numeric',distance_from='Tumor')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6c3efbdb",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sm.pl.spatial_distance (adata, method='numeric',distance_from='Tumor', log=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "046bf7e9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot for each ROI seperately\n",
    "sm.pl.spatial_distance (adata, method='numeric',distance_from='Tumor', imageid='ROI')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "d9608971",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x360 with 3 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sm.pl.spatial_distance (adata, method='numeric',distance_from='Tumor', imageid='ROI', log=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "3eb4b346",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 462.225x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Distribution plot of shortest distance of phenotypes from Tumor cells\n",
    "sm.pl.spatial_distance (adata, method='distribution',distance_from='Tumor',distance_to = 'ASMA+ cells',\n",
    "    imageid='ROI_individual', log=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b1233bba",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "43efeb0e",
   "metadata": {},
   "source": [
    "### Spatial co-occurance analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf9ea09d",
   "metadata": {},
   "source": [
    "`sm.tl.spatial_interaction`: The function allows users to computes how likely celltypes are found next to each another compared to random background (3D data supported)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "d55298b5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Image: ['unmicst-exemplar-001_cell']\n",
      "Categories (1, object): ['unmicst-exemplar-001_cell']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n"
     ]
    }
   ],
   "source": [
    "# Using the radius method to identify local neighbours compute P-values\n",
    "adata = sm.tl.spatial_interaction (adata, \n",
    "                                  method='radius', \n",
    "                                  radius=30, \n",
    "                                  label='spatial_interaction_radius')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "cd3035ee",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Image: ['unmicst-exemplar-001_cell']\n",
      "Categories (1, object): ['unmicst-exemplar-001_cell']\n",
      "Identifying the 10 nearest neighbours for every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n"
     ]
    }
   ],
   "source": [
    "# Using the KNN method to identify local neighbours \n",
    "adata = sm.tl.spatial_interaction(adata, \n",
    "                                  method='knn', \n",
    "                                  knn=10, \n",
    "                                  label='spatial_interaction_knn')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "bf2605f3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# view results\n",
    "# spatial_interaction heatmap for a single image\n",
    "sm.pl.spatial_interaction(adata, \n",
    "                          summarize_plot=True, \n",
    "                          binary_view=True,\n",
    "                          spatial_interaction='spatial_interaction_radius',\n",
    "                          row_cluster=False, linewidths=0.75, linecolor='black')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "a7142f29",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# spatial_interaction heatmap for a single image\n",
    "sm.pl.spatial_interaction(adata, \n",
    "                          summarize_plot=True, \n",
    "                          binary_view=True,\n",
    "                          spatial_interaction='spatial_interaction_knn',\n",
    "                          row_cluster=False, linewidths=0.75, linecolor='black')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "fab97ef6",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Processing Image: ['Other']\n",
      "Categories (1, object): ['Other']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n",
      "Processing Image: ['artifacts']\n",
      "Categories (1, object): ['artifacts']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n",
      "Processing Image: ['CD57-low-1']\n",
      "Categories (1, object): ['CD57-low-1']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n",
      "Processing Image: ['CD57-low-3']\n",
      "Categories (1, object): ['CD57-low-3']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n",
      "Processing Image: ['CD57-low-2']\n",
      "Categories (1, object): ['CD57-low-2']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n",
      "Processing Image: ['CD57-high-3']\n",
      "Categories (1, object): ['CD57-high-3']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n",
      "Processing Image: ['CD57-high-1']\n",
      "Categories (1, object): ['CD57-high-1']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n",
      "Processing Image: ['CD57-high-2']\n",
      "Categories (1, object): ['CD57-high-2']\n",
      "Identifying neighbours within 30 pixels of every cell\n",
      "Mapping phenotype to neighbors\n",
      "Performing 1000 permutations\n",
      "Consolidating the permutation results\n"
     ]
    }
   ],
   "source": [
    "# Pass the ROI's as different images\n",
    "adata = sm.tl.spatial_interaction(adata, \n",
    "                                  method='radius', \n",
    "                                  imageid = 'ROI_individual',\n",
    "                                  radius=30, \n",
    "                                  label='spatial_interaction_radius_roi')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "50d5dcf2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# spatial_interaction heatmap\n",
    "sm.pl.spatial_interaction(adata, \n",
    "                          summarize_plot=True, \n",
    "                          spatial_interaction='spatial_interaction_radius_roi',\n",
    "                          row_cluster=True, linewidths=0.75, linecolor='black')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "1d230133",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# spatial_interaction heatmap\n",
    "sm.pl.spatial_interaction(adata, \n",
    "                          summarize_plot=False, \n",
    "                          spatial_interaction='spatial_interaction_radius_roi',\n",
    "                          yticklabels=True,\n",
    "                          row_cluster=True, linewidths=0.75, linecolor='black')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "47d5cb9e",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "8e0cb28b",
   "metadata": {},
   "source": [
    "### Quantifying the proximity score"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "665ba18e",
   "metadata": {},
   "source": [
    "`sm.tl.spatial_pscore`: A scoring system to evaluate user defined proximity between cell types.  \n",
    "\n",
    "The function generates two scores and saved at adata.uns:  \n",
    "- Proximity Density: Total number of interactions identified divided by the total number of cells of the cell-types that were used for interaction analysis.  \n",
    "- Proximity Volume: Total number of interactions identified divided by the total number of all cells in the data.\n",
    "The interaction sites are also recorded and saved in adata.obs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "3e871ebc",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Identifying neighbours within 20 pixels of every cell\n",
      "Finding neighbourhoods with Tumor\n",
      "Finding neighbourhoods with NK cells\n",
      "Please check:\n",
      "adata.obs['spatial_pscore'] &\n",
      "adata.uns['spatial_pscore'] for results\n"
     ]
    }
   ],
   "source": [
    "# Calculate the score for proximity between `Tumor CD30+` cells and `M2 Macrophages`\n",
    "adata =  sm.tl.spatial_pscore (adata,proximity= ['Tumor', 'NK cells'],\n",
    "                               score_by = 'ROI_individual',\n",
    "                               phenotype='phenotype',\n",
    "                               method='radius',\n",
    "                               radius=20,\n",
    "                               subset=None, \n",
    "                               label='spatial_pscore')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "ce247aed",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/anaconda3/envs/scimap/lib/python3.9/site-packages/seaborn/_decorators.py:36: FutureWarning:\n",
      "\n",
      "Pass the following variables as keyword args: x, y. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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HrAJWA8sy8/KIWBERu9WHLaJaa3wDsBlwSj3+IuCNEXEd8GrgqIbrlyRJkhrV1X2QM3MZ1RKJcuzA4vU1jLJ8IjMT2Lu/EiVJkqTJM9BP0lu/fn3bJUwJ9kGSJKk5Xc0gT1WzZ89maGi0m2j8aRkeHm67BEmSpGljoGeQJUmSpKYZkCVJkqSCAVmSJEkqGJAlSZKkggFZkiRJKhiQJUmSpIIBWZIkSSoYkCVJkqSCAVmSJEkqGJAlSZKkggFZkiRJKhiQJUmSpIIBWZIkSSoYkCVJkqSCAVmSJEkqGJAlSZKkggFZkiRJKhiQJUmSpIIBWZIkSSoYkCVJkqTCzG4OiojDgOOBWcCSzDy1Y/8C4Axgc+AS4JjMvLfYvytwWWZu0lDdkiRJ0oQYcwY5IrYBTgT2BHYBFkfETh2HnQ0cm5k7AEPA0cX5c4APUIVrSZIkaUrrZonFfsBFmXl7Zq4DlgOHjOyMiO2ATTPzsnpoKXBocf5JwJJmypUkSZImVjcBeT6wttheC2zbzf6IOAiYk5nL+6xTkiRJmhTdrEEeGmXs/rH2R8RcqnXL+42nMEmSJKkN3cwgrwHmFtvzgFu62P8CYEvgkohYDRARqyPiz/opWJIkSZpI3cwgrwROiIitgXXAQmDxyM7MvDki1kfEHpn5DeBw4PzMPBM4c+S4iBjOzAWNVi9JkiQ1bMwZ5MxcAxwHrAJWA8sy8/KIWBERu9WHLQKWRMQNwGbAKRNUryRJkjShuroPcmYuA5Z1jB1YvL4G2H2M9xhtrbIkSZI0pfgkPUmSJKlgQJYkSZIKBmRJkiSpYECWJEmSCgZkSZIkqWBAliRJkgoGZEmSJKlgQJYkSZIKBmRJkiSpYECWJEmSCgZkSZIkqWBAliRJkgoGZEmSJKlgQJYkSZIKBmRJkiSpYECWJEmSCgZkSZIkqWBAliRJkgoGZEmSJKlgQJYkSZIKBmRJkiSpYECWJEmSCjO7OSgiDgOOB2YBSzLz1I79C4AzgM2BS4BjMvPeiNgDOBnYGPgVcFRm3txY9ZIkSVLDxpxBjohtgBOBPYFdgMURsVPHYWcDx2bmDsAQcHQ9fg7wssxcUL8+paG6JUmSpAnRzRKL/YCLMvP2zFwHLAcOGdkZEdsBm2bmZfXQUuDQiNgEOD4zr63HrwUe01jlkiRJ0gToZonFfGBtsb0W2H2M/dtm5l1UM8tExEbACcDn+qhVkiRJmnDdzCAPjTJ2f7f7I2IW1fKKmcC7eqpOkiRJmmTdBOQ1wNxiex5wSzf7I+JhwAVU4fiFmXlPX9VKkiRJE6ybgLwS2Dcito6IOcBCqtALQH1XivX1HSsADgfOr1+fDfwQ+Lt6yYUkSZI0pY0ZkDNzDXAcsApYDSzLzMsjYkVE7FYftghYEhE3AJsBp0TErsALgT2AqyNidUSsmIgvQpIkSWpKV/dBzsxlwLKOsQOL19fwwAv3AK5m9PXJkiRJ0pTlk/QkSZKkggFZkiRJKhiQJUmSpIIBWZIkSSoYkCVJkqSCAVmSJEkqGJAlSZKkggFZkiRJKhiQJUmSpIIBWZIkSSoYkCVJkqSCAVmSJEkqGJAlSVKr1q9f33YJU4a9mBpmtl2AJEn60zZ79myGhobaLmNKGB4ebrsE4QyyJEmS9AAGZEmSJKlgQJYkSZIKBmRJkiSpYECWJEmSCgZkSZIkqWBAliRJkgoGZEmSJKnQ1YNCIuIw4HhgFrAkM0/t2L8AOAPYHLgEOCYz742IxwBnA48EEliUmb9vrnxJkiSpWWPOIEfENsCJwJ7ALsDiiNip47CzgWMzcwdgCDi6Hj8NOC0zdwSuBN7SVOGSJEnSROhmicV+wEWZeXtmrgOWA4eM7IyI7YBNM/OyemgpcGhEbAw8qz7+j+MN1S1JkiRNiG6WWMwH1hbba4Hdx9i/LbAVcEdm3tsx3o0ZALfeeuuYB86c2dUqkWntZz/7WSPvYy8rTfTTXlaa+rspafrz+2bF75uTp8iZMzr3dfO3cWiUsfu72D/WeQ9lHsCiRYvGPPBxj3tcl285fe27776NvI+9rDTRT3tZaervpqTpz++bFb9vtmIecFM50E1AXgPs1fEmt3TsnzvK/tuAh0fEjMy8b5TzHsoV9edcC9zX5TmSJElSt2ZQ5dMrOnd0E5BXAidExNbAOmAhsHhkZ2beHBHrI2KPzPwGcDhwfmbeExGXAi8Glo2Md1NtZt4FfL2bYyVJkqRxumm0wTEv0svMNcBxwCpgNbAsMy+PiBURsVt92CJgSUTcAGwGnFKPv5LqrhfXU80IH9/XlyBJkiRNsKHh4eG2a5AkSZKmDJ+kJ0mSJBUMyJIkSVLBgCxJkiQVDMiSJElSwYAsSZIkFQzIkiRJUsGALEmSJBW6eZKepAESEUPAIzLz9rZr0Z+2iNgceBvwaOCzmXl2se/Dmbl4gyfrQSJiJnAE8Gvgy8CHgCdRPXn2jZn5u/aqG0wR8c7M9CFmDYmIWZl5d0Q8HgiqJyvf33Zd4+GDQtSKiNgFOIv6f5zAa0e+uUfEVZn5lDbrGyQR8Wjg/wG3A2cA5wGbArcBh2TmDS2WN3Ai4vCH2p+ZH5usWgZdRHwG+C5wLfB/gatHQrH/znsXER+h+rf9SGBL4EvAOcDfAU/IzEUtljeQIuIaYEFmGob6FBH/Bjye6qnJlwHXAz/OzKNbLWycnEHuQUR8FNjgP6LMPGoSyxl0pwGvpfof5zuAVRGxd2b+HhhqtbLBsxQ4F9gOuBh4SWZeGBH7UPV5n/ZKG0jPAQ6h6mnn38VhwIDcvcdm5sEAEbEC+FJEnJSZ/4r/zsfjaZn5pIjYDLg5M4+rx0+IiKvbLGyA/Qr4fkRcBdw5Muj/z8flIGAPqv+3n52Zb4iIK1uuadwMyL25FDgZeD2wvt1SBt6czFxVv35lRLwX+EJE7N9mUQNqy8w8PSI2Al6amRcCZOaqiDip5doGTmYeERFbAF/PzI+0Xc+gi4i5mXlrZt4ZES8CLomIN/MQkw3aoPsjYqvM/GVE/J+RwYjYFq8pGq+z2i5gGpmRmXdFxAuA4+v/J23WdlHj5T+oHtT/szyNalbkrM6PtusbML+LiAPq9bJk5uuAtcCngTmtVjZ41kXEc+t1XjuNDEbE3wLrWqtqsL0C2KLtIqaBE4DvRMRBAJn5W+CvgYXAk1usa1CdAFwdETMy8wKAiHgu8B3gLW0WNqjq/3d/Dfgl1XKVS/z/+bh9NSKuA2YBl1D19QvtljR+BuTevRX4attFTAOvAN4M/EMxdjjwI+BxrVQ0uI4G3hQRG9UBhIg4FHhTvU89ysy1mfnetusYdJn5eWBHqovIRsbWAk+jWsaiHmTmZ4HIzPuK4SuAJ2bmwAaRNkXEi6mu23gf1Q/F3ypn59WTE4EDgWfUEzbHUk0qDiQv0uvTyK8P265jOhjp5civENuuZ5D597JZEfHFzHxB23VMB/ayWfazP/Xa42dTzRzvGhHzgJWZuXPLpQ2M+kLxIWAFcAD/e33BTGBFZu7YVm39cAa5fyvaLmAaWQFgOG6Efy+bNb/tAqYRe9ks+9mf+8rb49W/4RjI25K16G1UyymewP8urfgacCFwfot19cWL9PrnldjNsZfNsZfNsp/NsZfNsp/9+V5EvArYOCIWAK8EVrda0YAZueNHRLwxM99dvx4a9FvnOYPcv1vaLmAasZfNsZd9iojdis0DWytkGrCXzbKfjfonYBuqW7x9BLiDKiSrd5dHxDfq1ztExI8i4pmtVtQH1yBL0igi4nxgB2AV8EXgy5n5h3arGkz2sln2U1NRvZ778My8rt7eEfh4Zj6t3crGx4A8DhFxNNXVmlvWQ0PAcGbOaK+qwWQvm2MvmxcRs6ketPLXwN8AmZkHtFvVYLKXzbKfzfD7ZnMi4vrM3KljbHVmLmippL64Bnl83gzsk5nfa7uQacBeNsdeNigitqa6un1vYC+qR3nb23Gwl82yn43y+2Zzvh8R7wY+Xm//PfCDFuvpiwF5fH7hP6bG2Mvm2Mtm/bz+OBnYOzN/3W45A81eNst+Nsfvm815GfBO4BPAPVR3tBjYe/G7xKIHEXF4/fIFwCbA54F7R/Zn5sfaqGsQ2cvm2MuJERFPAPal+jV2ANcDqzLzjFYLG0D2sln2s39+35x49ZNyH5uZP2q7lvFwBrk3+9R/rqs/9ir2DQP+g+qevWyOvZwAmXkjcGNEfBN4LnAM1RPgDCE9spfNsp+N8PtmwyLiWKr13JsVwz8B/qKVgvrkDLIkjSIiPgnsAXyf6sErKzIz261qMNnLZtnP5kTEczPzKx1jB2fmZ9qqaVBFxI+B51CF5DdTrZF/bmYuarOu8XIGeRwi4kagvMJ1mOoeijcAr8vMm1spbADZy+bYy8adC7yc6qr2GZn5m3bLGWj2sln2s08R8WKqpRVvj4h/K3bNpAp3BuTe/SIzfxwR1wJPysyl9UNYBpIBeXzOB35EdVNxgEVUv946D/gvYL+W6hpE9rI59rJZ1wAXUf16cCgibgZenJkDe1V2i+xls+xn/x4OPBN4GNVM54j7gOPaKGgaWBcR+wDXAn8bEVcAj2i5pnHzSXrjs2dmnpyZd9QfHwSenJmfBbZou7gBYy+bYy+b9SHgPZm5ZWZuAfw78OGWaxpU9rJZ9rNP9QWNS4E/BxbWH4+merDFf7dX2UA7FjgIuIDqvtLfB97fakV9MCCPz30Rsf/IRv367oh4FLBxe2UNJHvZHHvZrK0yc/nIRmaeiz9ojJe9bJb97FNEPAdYRhXqnkk1i/w54BMRsXdrhQ2giLiofvmizHxtZt6fmQsz888z8+Q2a+uHSyzG50hgaUScQ7UG7EbgCGAx8N4W6xpE9rI59rJZd0XEUzLzKoCIeCrg43zHx142y372763A8zNzdTF2dURcBiwBntVKVYNp+4h4J3BURDxo4jUz395CTX0zII9D/Zzx3SLiEcB9mXlHvesdLZY1kOxlc+xl414DfDoibqf6gWMLqidDqXevwV426TXYz349vCMcA5CZ34kIZ+N7s5DqftJD9ce04G3eehARH87MxRGxiuoOAQ+Qmc9poayBZC+bYy8nTkRsDOxAtRwtM/PulksaWPayWfazP/Vdf56Ymfd2jM8ErsvMHdupbHBFxAGZeX7bdTTFGeTenF7/eUKbRUwT9rI59rJBEfFRRvlBo95HZh41ySUNLHvZLPvZqAuBdwP/OjIQETOolld8qa2iBtHIJA3whoh4fef+QZ2kMSD3IDO/U//5tYh4IrAV0+jXCZPJXjbHXjbu4rYLmEYubruAaebitguYRt4InBcRPwSupMpDuwHfAw5us7ABNC0naVxiMQ4RcTpwIHAT//vT/PCg/pTUJnvZHHs5cSJicWZ6G60G2Mtm2c/+RMSzqe4XPwx8OzO/3nJJAysi3p+Zx3aMnZWZL22rpn44gzw++wF/4ZqvRtjL5tjLiXMM3me2KfayWfazD5n5NeBrbdcxyCLiTOBxVBeJ71zsmkl1n+mBZEAen/8BNgUMIv2zl82xlxPHJSvNsZfNsp9q2zuB7YH3AW8rxu8FbmijoCYYkHtQXCAxE7gmIi6h+gsA4AUSPbCXzbGXk+JDbRcwjdjLZtlPtSozfwL8JCJ+Xs/ITwsG5N5cXP85bf4CtOji+k972b+L6z/tZQMi4hTgrZn565GxzDz9IU7RBtjLZtlPTXGzI+LRmfnTtgtpghfp9ckLJJpjL5tjL8cvIn4D/Bx4U2Z+puVyBpq9bJb91FQWEd8HngD8ArhzZDwzH9daUX140CMB1bNj2i5gGrGXzbGX4/dj4EXAqyPi2xHx4ojYtO2iBpS9bJb91FT2t8DrgQ9SrUV+J/CNNgvqh0ss+ucFEs2xl82xl+M3nJnXA8+OiP2AxcD7IuIHwM8y87B2yxso9rJZ9lNT2UnAHODxwKXAs4BvtVpRHwzI/fMCiebYy+bYy/H74w8XmbkSWFk/1vfJVLcyUvfsZbPsp6ayoFpi8T7gI8DrgOWtVtQHA3IPvECiOfayOfaycR/oHMjMe4Dv1B/qnr1slv3UVPaLzByu1yI/OTM/FhGbtF3UeBmQe3M4sH9EeIFE/+xlc+xls64deRER+1I9nfAe4LOZ+e3WqhpM9rJZ9lNT2XUR8X6qNcjnRMR8YOOWaxo3L9LrjRdINMdeNsdeNut0gIj4J+Bk4KdUdw44PSJe1WJdg8heNst+air7R+Dcep38W4F5wMCui3cGuTdeINEce9kcezkxjgb2zsxfwR8fp3oFo/yaW2Oyl82yn5pyMvM+qovzyMwvAF9ot6L+GJB74wUSzbGXzbGXzdo4IjaiupfnumL8buD+dkoaWPayWfZTmiQG5N54gURz7GVz7GWzbqP61fUw1d1AjoiI5wDvAT7VZmEDyF42y35Kk8SA3BsvkGiOvWyOvWxQZj4HICICeEQ9fBfVnUK+1FphA8heNst+SpPHi/R64wUSzbGXzbGXE2NjYNuIeD5wiwGkL/ayWfZTmmDOII+PF0g0x142x142ICIeSXVz+78EbqT6dXZExLeAwzLzNy2WN1DsZbPspzR5nEHujRdINMdeNsdeNuv9wNeBR2Xm0zPzr4BHAddQzdCre/ayWfZTmiQG5N6MXCCxE/WjfOsLJL6BF0j0yl42x14268mZ+eb6QkcAMvNu4M3Aru2VNZDsZbPspzRJXGLRAy+QaI69bI69bNz60QbrR6g6I98be9ks+ylNEmeQx8cLJJpjL5tjL5sxPM59ejB72Sz7KU2SoeFh/011a0MXSABeINEje9kce9msiLgLWDPKriFgXmbOnuSSBpa9bJb9lCaPSyx6M3KBxL4ja8AiYhbwNqoLJI5orbLBYy+bYy+btQOwJTCD6sJHgH2A7xXb6o69bJb9lCaJSyx64wUSzbGXzbGXzdoC+BKwZWbenJk3A08APgds3mZhA8heNst+SpPEgNybDV4ggbfT6pW9bI69bNZ7gZdk5gUjA5l5HHAU8J+tVTWY7GWz7Kc0SQzIvfECiebYy+bYy2Y9IjMv7hzMzAuBrSa/nIFmL5tlP6VJ4hrk3uwcET8aZXwImDfZxQw4e9kce9msjSNio8x8wOx7/TCWWS3VNKjsZbPspzRJDMi98QKJ5tjL5tjLZn0NeGv9UToeuHLyyxlo9rJZ9lOaJAbk3oxcIHFkZl4BEBFPAE4EDmizsAFkL5tjL5v1JmBFRCwCrqCaiX8K1Q8bB7VZ2ACyl82yn9Ik8T7IPYiIrwLv6FwDFhH7A6/PzP1aKWwA2cvm2MvmRcQQ1Sz8rlQXOl6ZmZe2W9VgspfNsp/S5DAg9yAirsrMp2xg3+rMXDDJJQ0se9kceylJUrO8i0VvNq4vhngAL5AYF3vZHHspSVKDDMi9GblAopMXSPTOXjbHXkqS1CCXWPQgIv4MWEF166wHXSCRmbe3WN5AsZfNsZeSJDXLgNwjL5Bojr1sjr2UJKk5BmRJkiSp4BpkSZIkqWBAliRJkgoGZEmSJKngo6YlqUcRMQxcB9wHDANzgDuAf8zMK+tjNgPeBvwNcHd93HnAOzPzzvqYi4EPZObyh/hcuwH/NzMP6aG+rYDbMnMoIg4C9svMf36I488EPpmZK0f53Mszc/tuP3fH+dsD12Xmw8ZzviS1xYAsSeOzT2b+cmQjIl4HvB94RkTMBFYC3wJ2zcw/RMQc4N+BCyPiOZl5bzefpA7cXYfjUc7/AvCFMY55+XjfX5KmIwOyJPWpDsSPAUbuOX0osFFm/svIMXVIfg1wNfAi4FNdvvfeVLPMfxkRS6lmqp8EPBr4PvD3mfn7iDgYOBH4A9X9sEfOP4IqYP8L8E1gfmbeHREzgJuB5wGn1Z9jeUT8I/Ba4LfAd4v3OQHYKjNf1bkdEX8FvAfYhOp+3F/JzJd18/VJ0lTkGmRJGp9VEXFNRNwC/KAeO7L+85nAJZ0nZOYw8FVgzz4+71OBvwaeCMwHDo2IRwEfARZm5lOpgm/n5/4B8D3goHroecBPMvP6kWMiYgFwAvCszHwa1dKQbrwa+LfMfDqwE3BQRDy19y9NkqYGA7Ikjc8+mbkL8HyqNcjfzMxfFPs33sB5m1CtRx6vCzLzrsy8h2qGdwuqwP3dIuyevoFzzwCOqF8fCZzZsX9f4MuZeWu9/eEua3op8OcR8Waq2eg5gOuOJQ0sA7Ik9SEzr6ZaknBmfVEawDeAZ0XEA77H1tvPolrqMF53Fq+HqR4tPvLniA2tb14OPD0ingg8Gzi3Y/9DvU/nvlnF60uBA6mWfLwd+FnHsZI0UAzIktSnzPwE1QV5J9dDy4F1wMkRsSlA/ef7gd8Dn224hEuBnSNil3r7iA3UuR74JLAU+HRm/qHjkK8Az4uIbUd5n9uAp0bEUH2HjucBRMQjgN2AN2bmZ4BtgMcDM/r8miSpNQZkSWrGq4ADImL/+g4Vz6MKw9+JiOuAq+rt59bLIxqTmbcBhwHnRMRVwGMf4vAzgN158PIKMvO7wBuAr0bElcDsYvc5VCH5RmAF1Q8EZOavqe7OcVV9zpuoZtAf3+eXJUmtGRoe7mcpnCRJkjS9eJs3SWpZRPw3EBvY/eLMzMmsR5L+1DmDLEmSJBVcgyxJkiQVDMiSJElSwYAsSZIkFQzIkiRJUuH/AyqFJ8fg6yAmAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot only `Proximity Volume` scores\n",
    "plt.figure(figsize=(10, 5))\n",
    "sm.pl.spatial_pscore (adata, color='Black', plot_score='Proximity Volume')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "c0a1458d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/anaconda3/envs/scimap/lib/python3.9/site-packages/seaborn/_decorators.py:36: FutureWarning:\n",
      "\n",
      "Pass the following variables as keyword args: x, y. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot only `Proximity Density` scores\n",
    "plt.figure(figsize=(10, 5))\n",
    "sm.pl.spatial_pscore (adata, color='Black', plot_score='Proximity Density')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "868b046d",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# voronoi plot\n",
    "plt.rcParams['figure.figsize'] = [15, 10]\n",
    "sm.pl.voronoi(adata, color_by='spatial_pscore', \n",
    "                 voronoi_edge_color = 'black',\n",
    "                 voronoi_line_width = 0.3, \n",
    "                 voronoi_alpha = 0.8, \n",
    "                 size_max=5000,\n",
    "                 overlay_points=None, \n",
    "                 plot_legend=True, \n",
    "                 legend_size=6)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "6ce6b18b",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/opt/anaconda3/envs/scimap/lib/python3.9/site-packages/anndata/_core/anndata.py:1228: FutureWarning:\n",
      "\n",
      "The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.\n",
      "\n",
      "... storing 'spatial_pscore' as categorical\n"
     ]
    }
   ],
   "source": [
    "# save adata\n",
    "adata.write(str(common_path) + 'may2022_tutorial.h5ad')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "332c5439",
   "metadata": {},
   "source": [
    "This concludes this tutorial"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
